SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3401–3425 of 4740 papers

TitleStatusHype
User Profiling Trends, Techniques and Applications—0
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box—0
Using a Cross-Language Information Retrieval System based on OHSUMED to Evaluate the Moses and KantanMT Statistical Machine Translation Systems—0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method—0
Using Arabic Wordnet for semantic indexation in information retrieval system—0
Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora—0
Using a Random Forest Classifier to recognise translations of biomedical terms across languages—0
Using Argumentative Zones for Extractive Summarization of Scientific Articles—0
Using a Weighted Semantic Network for Lexical Semantic Relatedness—0
Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality—0
Using Entropy Estimates for DAG-Based Ontologies—0
Using Generic Summarization to Improve Music Information Retrieval Tasks—0
Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task—0
Using Parallel Corpora for Word Sense Disambiguation—0
Using paraphrases for improving first story detection in news and Twitter—0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
Using Rank Aggregation for Expert Search in Academic Digital Libraries—0
Using Related Languages to Enhance Statistical Language Models—0
Using Score Distributions to Compare Statistical Significance Tests for Information Retrieval Evaluation—0
Using Search-Logs to Improve Query Tagging—0
Using Semantics for Granularities of Tokenization—0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation—0
Using TEI for textbook research—0
Using Term Position Similarity and Language Modeling for Bilingual Document Alignment—0
Using the Argumentative Structure of Scientific Literature to Improve Information Access—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified